{"id":"W2324482053","doi":"10.1097/md.0000000000001051","title":"The Value of Palliative Gastrectomy for Gastric Cancer Patients With Intraoperatively Proven Peritoneal Seeding","year":2015,"lang":"en","type":"article","venue":"Medicine","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"West China Hospital, Sichuan University; Sichuan University; University of Toronto; National Natural Science Foundation of China","keywords":"Medicine; Gastrectomy; Cancer; Surgery; Chemotherapy; Metastasis; Palliative care; Internal medicine; Multivariate analysis; Survival analysis; Retrospective cohort study; Gastroenterology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002967977,0.0001758532,0.0002848162,0.0002067315,0.0001480926,0.0002068906,0.0001215048,0.0001700628,0.0005083607],"category_scores_gemma":[0.001860515,0.00006344271,0.0003543005,0.0001612043,0.0002197084,0.0002932297,0.0002262276,0.0002578957,0.000050831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001302773,"about_ca_system_score_gemma":0.0001870848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002346006,"about_ca_topic_score_gemma":0.0007232302,"domain_scores_codex":[0.9998473,0.00007105606,0.00001650216,0.00001875689,0.00002799805,0.00001842104],"domain_scores_gemma":[0.9992597,0.0002942179,0.0002495938,0.0000244364,0.00005678712,0.0001153216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001612471,0.00006009701,0.9584875,0.0001318218,0.0001155578,0.001033197,0.0000794223,0.0004343839,0.001941115,0.0000630194,0.0001971206,0.03584431],"study_design_scores_gemma":[0.00005792981,0.001474139,0.9905488,0.00006785701,0.0002920252,0.004538441,0.0002739218,0.001160604,0.0006740463,0.000213902,0.0006857434,0.00001262624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948775,0.004484774,0.0001541308,0.000129088,0.00001652323,0.000003299871,0.00003167651,0.000004214297,0.0002987484],"genre_scores_gemma":[0.9991937,0.0005997143,0.00008086547,0.00002538841,0.00002295725,0.000001679316,0.00005360768,5.527551e-7,0.00002142301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005083607,"threshold_uncertainty_score":0.00170064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03010176220869557,"score_gpt":0.3079167136597749,"score_spread":0.2778149514510793,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}